Introduction to Convolutional Neural Networks (CNNs): Master Deep Learning | Module 15

submitted by zaina1236 on 10/19/25 1

bit.ly/3Ff5Esb Step into the fascinating world of Convolutional Neural Networks (CNNs), the driving force behind modern computer vision. In this video, we’ll break down CNNs, explain how they work, and explore their real-world applications across various industries. What You’ll Learn: 1️⃣ What are CNNs? Understand the structure of CNNs and how they mimic the human brain's visual processing. Learn why CNNs are the backbone of image and video recognition tasks. 2️⃣ Key Components of CNNs: Convolution Layers: How they extract essential features from images. Pooling Layers: Simplifying data while preserving key information. Fully Connected Layers: Bringing it all together for classification and prediction. 3️⃣ How CNNs Work: A step-by-step walkthrough of how CNNs process visual data. Real-world examples, from face recognition to object detection. Why Imarticus Learning? 📌 Industry-Expert Faculty: Learn from professionals who use Python in real-world projects. 📌 Practical Learning Approach: Hands-on examples and exercises to solidify your understanding. 📌 Career Support: Equip yourself with in-demand Python skills for a career in data science or software development. 📌 Career Success: Imarticus ensures your journey translates into tangible career growth. Shape the Future of Analytics – Master Data with Deep Learning! The Postgraduate Program in Data Science and Analytics (PGA) is a 6-month course for graduates and professionals with under three years of experience. It offers 100% job assurance through 2,000+ hiring partners, 300+ learning hours, 25+ hands-on projects, and training in 10+ tools like Python, Power BI, and Tableau. With a 22.5 LPA highest salary and 52% average salary hikes, it equips learners to excel in data science and analytics careers. bit.ly/3Ff5Esb Books: 📚Deep Learning with Python" by François Chollet Written by the creator of Keras, this book provides an excellent introduction to CNNs and their applications in computer vision. 📚Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron A comprehensive resource covering CNNs, image classification, and other machine learning techniques with practical examples. 📚Deep Learning for Computer Vision with Python" by Adrian Rosebrock Focused on practical implementations of CNNs for computer vision tasks like image recognition, object detection, and facial recognition. Movies 🎬Ex Machina" (2014) A sci-fi movie exploring artificial intelligence, including concepts of visual processing and machine learning. 🎬Lo and Behold: Reveries of the Connected World" (2016) A Werner Herzog documentary on the evolution of technology, including advancements in AI and computer vision. 🎬The Social Dilemma" (2020) Highlights the role of AI algorithms, including vision-based systems, in shaping user experiences on social media. About Imarticus Learning Imarticus Learning is a leading education company, offering high-quality, industry-specific education via innovative technology, specialised training, career assistance, and mentorship from industry professionals. We have impacted over 10,00,000+ careers within a decade through leading-edge curriculums, highly experienced faculty, and over 3500+ global partnerships with leading institutions and corporations. We offer courses that prepare learners for successful careers in finance, banking, data science, analytics, management, marketing, and technology. ❇️ Key Highlights 12 Years Legacy | 1M+ Learners Impacted | #1 Education Provider in Finance | 8+ Years Legacy in Data Analytics | 85% Placement Record | 54% Average Salary Hike | 24 LPA Highest Salary 🏆 Awards & Accolades •⁠ ⁠Outstanding Education Company of the Year by ET Business Leaders 2024 •⁠ ⁠Best Education Provider in Finance by Elets World Education Summit 2024 •⁠ ⁠Outstanding Education Company for Data Science and Analytics at Observe Now’s Education Leaders Conclave & Awards 2024 •⁠ ⁠⁠Recognized in GSV 150 as one of the World’s Most Transformational Growth Companies in Digital Learning and Workforce Skilling (2024) •⁠ ⁠Awarded Innovative 21st Century Skills Solutions at Elets World Education Summit, Dubai •⁠ ⁠Best Certification Courses at the Indian Education Congress and Awards •⁠ ⁠Most Promising Digital Learning Platform Brands by siliconindia Magazine •⁠ ⁠Best Education Brand in Analytics by The Economic Times 🌐We’re Very Social imarticus.org/ x.com/imarticus www.instagram.com/imarticus in.linkedin.com/company/imarticuslearning www.facebook.com/ImarticusLearning/ in.pinterest.com/imarticuslearning/ #DeepLearning #MachineLearning #ArtificialIntelligence #NeuralNetworks #ConvolutionalNeuralNetworks #DataScience #TechLearning #AIInnovation #AITraining #AIModels #ImageRecognition #ComputerVision #DeepLearningTools #AIAlgorithms #DeepLearningBasics #CNNArchitecture #AIApplications

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